Extended BDI Framework for Modelling Human Decision-Making in Complex Automated Manufacturing Systems

作者: X. Zhao , Y.J. Son

DOI: 10.1080/02286203.2008.11442487

关键词:

摘要: AbstractThis paper presents a novel software agent model to replace the partial decision-making function of human. The proposed model, employing belief, desire, intention (BDI) framework, is capable (1) generating plans in real time, (2) supporting both reactive and proactive decision-making, (3) maintaining situation awareness human language such as logic, (4) changing commitment strategy adaptive historical performance. In this paper, has been developed context operator who responsible for error detection recovery complex automated manufacturing system. A distributed computing platform used integrate an (implemented JACK), human, environment (Arena simulation software).

参考文章(9)
David Kinny, Michael Georgeff, Anand Rao, A methodology and modelling technique for systems of BDI agents MAAMAW '96 Proceedings of the 7th European workshop on Modelling autonomous agents in a multi-agent world : agents breaking away: agents breaking away. pp. 56- 71 ,(1996) , 10.1007/BFB0031846
Joel M. Haight, Vladislav Kecojevic, Automation vs. Human intervention: What is the best fit for the best performance? Process Safety Progress. ,vol. 24, pp. 45- 51 ,(2005) , 10.1002/PRS.10050
Emma Norling, Capturing the quake player Proceedings of the second international joint conference on Autonomous agents and multiagent systems - AAMAS '03. pp. 1080- 1081 ,(2003) , 10.1145/860575.860805
Patricia M. Jones, Christine M. Mitchell, Model-based communicative acts: human-computer collaboration in supervisory control International Journal of Human-computer Studies \/ International Journal of Man-machine Studies. ,vol. 41, pp. 527- 551 ,(1994) , 10.1006/IJHC.1994.1072
J.C. Ammons, T. Govindaraj, C.M. Mitchell, Decision models for aiding FMS scheduling and control IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 18, pp. 744- 756 ,(1988) , 10.1109/21.21601
Anand S Rao, Michael P Georgeff, Decision Procedures for BDI Logics Journal of Logic and Computation. ,vol. 8, pp. 293- 343 ,(1998) , 10.1093/LOGCOM/8.3.293
Richard E. Fikes, Nils J. Nilsson, Strips: A new approach to the application of theorem proving to problem solving Artificial Intelligence. ,vol. 2, pp. 189- 208 ,(1971) , 10.1016/0004-3702(71)90010-5
Jayendran Venkateswaran, Young Jun Son, Design and development of a prototype distributed simulation for evaluation of supply chains International Journal of Industrial Engineering-theory Applications and Practice. ,vol. 11, pp. 151- 160 ,(2004)